Table 4 The physical performance results of liner mixed models
From: Exploring the impact of professional soccer substitute players on physical and technical performance
| Â | Independent of Position | Central Defenders | Fullbacks | ||||||
| Â | SP | RP | EMP | SP | RP | EMP | SP | RP | EMP |
(n = 1,071) | (n = 1,346) | (n = 3,454) | (n = 62) | (n = 80) | (n = 856) | (n = 54) | (n = 198) | (n = 770) | |
Goals | Baseline | -0.037 | -0.026 | Baseline | 0.027 | -0.017 | Baseline | -0.007 | -0.026 |
Assists | 0.026 | 0.043** | 0.023 | 0.03 | -0.048 | -0.056 | |||
Shots | -0.279*** | -0.334*** | 0.263** | 0.074 | -0.229* | -0.309** | |||
SoT | -0.096* | -0.127** | 0.087* | -0.007 | 0.064 | -0.014 | |||
Passes | 1.992** | -0.523 | 12.149*** | 15.268*** | 6.725** | 6.323** | |||
PA (%) | 4.203*** | 2.162*** | 13.161*** | 11.897*** | 3.941* | 0.561 | |||
Ball controls | 10.582*** | -6.204* | 38.004*** | 43.465 | 23.823*** | 20.127** | |||
Key passes | -0.146** | -0.242*** | 0.014 | -0.019 | 0.164 | 0.092 | |||
Crosses | -0.507*** | -0.445*** | 0.029 | 0.109 | 0.325 | 0.121 | |||
Breakthroughs | -0.22** | -0.067 | 0.085 | 0.033 | -0.574** | -0.539* | |||
Fouled | -0.266*** | -0.176 | -0.593*** | -0.677*** | -0.507* | -0.676** | |||
Short passes | 1.047 | -0.609 | 9.803*** | 12.652*** | 6.318*** | 5.582** | |||
Long passes | 1.221*** | 0.232 | 2.459*** | 2.505*** | 0.544 | 0.71 | |||
Fouls | -0.955*** | -0.692*** | -0.552** | -0.279 | -0.93*** | -0.82*** | |||
Offsides | -0.088** | -0.064* | 0.042 | 0.025 | -0.037 | -0.069 | |||
Tackles | -0.244*** | -0.312*** | 0.139 | 0.185 | -0.496 | -0.686* | |||
Interceptions | 0.189*** | 0.025 | 0.538** | 0.636* | 0.21 | 0.429 | |||
Clearances | 1.034*** | -0.149 | -0.144 | -0.235 | 0.258 | -0.311 | |||
Pass blocks | 0.021 | -0.086* | -0.676*** | -0.793*** | -0.073 | -0.091 | |||
Shot blocks | -0.157** | -0.042 | -1.038*** | -0.956*** | -0.575** | -0.535* | |||
| Â | Central Midfielders | Wide Midfielders | Attackers | ||||||
|  | SP (n = 331) | RP (n = 333) | EMP (n = 820) | SP (n = 456) | RP (n = 456) | EMP (n = 434) | SP (n = 168) | RP (n = 279) | EMP (n = 574) |
Goals | Baseline | -0.079 | -0.129 | Baseline | 0.015 | -0.041 | Baseline | 0.179* | 0.173* |
Assists | 0.099*** | 0.04 | 0.069 | 0.038 | 0.071 | 0.109* | |||
Shots | 0.011 | -0.507** | 0.208 | -0.318* | 0.257 | -0.232 | |||
SoT | -0.111 | -0.306** | 0.125 | -0.147 | 0.287 | 0.139 | |||
Passes | 7.508*** | 3.865* | 0.328 | -3.438** | -2.8* | -6.841*** | |||
PA(%) | 3.9625*** | 3.2631** | 3.107** | 1.869 | 1.881 | 1.725 | |||
Ball controls | 38.357*** | 12.552* | 7.424 | -24.021*** | -6.603 | -26.628*** | |||
Key passes | 0.255** | -0.1 | 0.371*** | -0.124 | -0.343* | -0.839*** | |||
Crosses | 0.378* | 0.037 | 0.518* | -0.513* | -1.05*** | -1.411*** | |||
Breakthroughs | 0.267* | -0.038 | 0.543** | -0.043 | 0.515* | 0.162 | |||
Fouled | 0.383*** | 0.209 | -0.12 | -0.327 | 0.333 | 0.042 | |||
Short passes | 6.657*** | 3.451* | -0.128 | -2.841** | -2.441* | -6.276*** | |||
Long passes | 1.559*** | 0.982*** | 0.523** | -0.627*** | -0.355* | -0.63*** | |||
Fouls | -1.043*** | -0.81*** | -0.873*** | -0.514* | -0.84*** | -0.818*** | |||
Offsides | -0.168*** | -0.198*** | 0.016 | -0.013 | 0.017 | -0.04 | |||
Tackles | 0.091 | -0.029 | -0.238 | -0.462** | -0.549*** | -0.428** | |||
Interceptions | 0.23* | 0.207 | -0.177 | -0.206 | -0.321*** | -0.294*** | |||
Clearances | 0.261* | -0.179 | -0.244 | -0.43*** | 0.059 | -0.028 | |||
Pass blocks | -0.054 | -0.022 | -0.033 | -0.054 | -0.102* | -0.082 | |||
Shot blocks | 0.041 | -0.083 | -0.004 | 0.214 | -0.157 | -0.069 | |||